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Data doesn't lie — but it can mislead: How to ensure integrity of your Machine Learning applicationsPyCon Italia 20252025-05-28
A production entity linker is built by harvesting Wikipedia anchor links, encoding mention and candidate page text into embeddings, and scoring with a…
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How to Avoid structural biases in evaluating your Machine Learning/NLP projectsPyData London 20242024-06-14
Assembles concrete evaluation details: mines Wikipedia links, prunes the KB to 14% of concepts, 84% coverage, trains an entity linker with Spacey and scores…
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